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SCALAR

Scalar is an open-source API platform with a modern REST API client, API references, and first-class OpenAPI/Swagger support.

2025.04.16
github.comGitHub repositoryTLDR Web Dev

TIPTAP UI COMPONENTS

Tiptap UI Components is a library of React components, templates, and primitives for building rich text editors easily on top of the Tiptap editor framework.

2025.04.16
github.comGitHub repositoryTLDR Web Dev

FUMADOCS

FumaDocs is a documentation framework built on Next.js that uses TypeScript, MDX, and Tailwind CSS. It provides utilities, a UI, and features of Next.js App Router. FumaDocs includes built-in components and integrations, focusing on a user-friendly mobile responsive experience.

2025.04.16
github.comGitHub repositoryTLDR Web Dev

THE CASE OF THE UI THREAD THAT HUNG IN A KERNEL CALL

A customer's UI thread was hanging due to a deadlock involving a watchdog thread. The watchdog thread was suspending the UI thread to capture a stack trace, but the UI thread held a lock needed by the watchdog to complete the stack capture, resulting in a deadlock. To avoid this, thread suspension for debugging should be done from a separate process.

2025.04.16
devblogs.microsoft.com9 min readTLDR Web Dev

HACKING THE POSTGRES WIRE PROTOCOL

PgDog is a network proxy that understands the Postgres wire protocol, allowing it to route queries to multiple databases without application code changes. It parses SQL queries using a Rust library extracted from Postgres itself to identify sharding keys and determine where to send the query. It also manages cross-shard queries by handling and manipulating messages to combine results from multiple shards, including rewriting row counts and managing data types.

2025.04.16
pgdog.dev11 min readTLDR Web Dev

NOTION MAIL

Notion Mail is an AI-powered inbox that organizes, drafts, and schedules emails with features like auto-filtering, custom views, and built-in scheduling.

2025.04.16
notion.comToolTLDR Web Dev

MCPIFY.AI

MCPify is a no-code tool for building MCP servers that can be used by Claude, Cursor, and other AI tools.

2025.04.16
links.tldrnewsletter.comToolTLDR Web Dev

PROTOBUF-TS-TYPES

protobuf-ts-types is a TypeScript library that infers types from protobuf message definitions without code generation or compilation using TypeScript's template literal types.

2025.04.16
github.comGitHub repositoryTLDR Web Dev

Sponsored

Bugs sneak out when less than 80% of user flows are tested before shipping. But getting that kind of coverage—and staying there—is hard and pricey for any size team.

2025.04.15
qawolf.comSponsorTLDR

APPLE TO ANALYZE USER DATA ON DEVICES TO BOLSTER AI TECHNOLOGY

Apple will start training artificial intelligence models by analyzing data on customers' devices to improve its AI platform. The company currently trains its models using synthetic data, but synthetic information isn't always representative of actual customer data. Customer data will remain on-device and won't be directly used to train AI models. The new system will roll out in an upcoming beta of iOS and iPadOS 18.5 and macOS 15.5.

2025.04.15
bloomberg.com4 min readTLDR

META FIGHTS TO KEEP INSTAGRAM AND WHATSAPP, AS ANTITRUST TRIAL BEGINS

The FTC's antitrust case against Meta seeks to compel the company to undo its acquisitions of Instagram and WhatsApp. Meta allegedly wields an illegal monopoly in social media. The company says that the FTC's case ignores how people use technology today - Meta currently faces stiff competition from YouTube, TikTok, and other video platforms. It plans to demonstrate that competition is alive and well in the social networking industry.

2025.04.15
links.tldrnewsletter.com6 min readTLDR

GOOGLE IS TALKING TO DOLPHINS USING PIXEL PHONES AND AI - AND THE VIDEO IS DELIGHTFUL

A new AI model from Google running on Pixel phones is helping researchers better understand the language of dolphins. DolphinGemma was created using dolphin language data collected over 40 years. It was built specifically for Pixel devices. Google plans to share DolphinGemma as an open model this summer. The research may eventually enable us to construct sounds that dolphins might understand.

2025.04.15
zdnet.com3 min readTLDR

SCIENTISTS REVIVE ORGANISM FOUND BURIED AT BOTTOM OF OCEAN

German researchers have revived algae cells that were dormant for over 7,000 years. Found buried at the bottom of the Baltic Sea imprisoned under layers of sediment, the cells were deprived of oxygen or light for millennia. They showed full function recovery after being revived and started multiplying again with no issues. It is now possible to conduct 'time-jump experiments' into the various stages of Baltic Sea development in the lab.

2025.04.15
futurism.com3 min readTLDR

GH-SIGNOFF

gh-signoff is a GitHub command-line extension for local CI. It enables developers to run CI on their own machines and sign off when they pass. Developer machines are super-fast nowadays and chronically underutilized - Cloud CI services are typically slow, expensive, and rented. gh-signoff brings CI back in-house.

2025.04.15
github.comGitHub repositoryTLDR

THE POST-DEVELOPER ERA

The job market is currently having a tough time, but this isn't because companies are actually replacing developers with autonomous AI agents. There are macroeconomic factors, layoffs, and other things leaving tons of highly qualified devs out there looking for work. Some companies are operating under the myth that AI will make developers obsolete soon so they're not hiring as aggressively as they otherwise would. However, despite AI evangelists claiming that, any day now, companies won't need human developers to build their products, human developers are still needed.

2025.04.15
joshwcomeau.com14 min readTLDR

RIPPLING IS TRYING TO SERVE DEEL'S CEO, BUT BAILIFFS CAN'T FIND HIM

French bailiffs hired by Rippling were unable to locate Deel's CEO, Alex Bouaziz, during attempts to serve him with papers as part of a lawsuit alleging Deep paid one of its employees to spy on Rippling. Bouaziz is known to be 'highly nomadic' but remains very attached to France, where he has a listed address. Rippling may need to apply to serve him via email.

2025.04.15
techcrunch.com1 min readTLDR

OPENAI'S NEW GPT-4.1 AI MODELS FOCUS ON CODING

OpenAI has launched a new family of models called GPT-4.1 that excels at coding and instruction-following. The models, GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano, are available through OpenAI's API but not ChatGPT. They are multimodal and have a 1-million-token context window. GPT-4.1 costs $2 per million input tokens and $8 per million output tokens, GPT-4.1 mini is $0.40/million input tokens and $1.60/million output tokens, and GPT-4.1 nano is $0.10/million input tokens and $0.40/million output tokens.

2025.04.15
techcrunch.com4 min readTLDR

Sponsored

QUADRATIC: YOUR AI SPREADSHEET ASSISTANT

Spreadsheets are awesome. AI makes them even better. Chat with your data, chart key metrics with built-in Python, and auto-generate SQL

2025.04.15
links.tldrnewsletter.comSponsorTLDR

WHY I SUPPORT PRIVACY

Privacy is less needed for people whose life situations are relatively normal, and more needed for people whose life situations deviate from the norm, in any direction - and you never know when you will become someone who needs it.

2025.04.15
links.tldrnewsletter.com39 min readTLDR

SOME LOVE FOR INTEROPERABLE APPS

Interoperable apps enable users to easily explore different experiences or their data, allowing applications to compete on an experience of users' data rather than on owning it.

2025.04.15
links.tldrnewsletter.com3 min readTLDR

HOW I DON'T USE LLMS

Improving bad writing can be more effort than writing something well, and large language models make too many mistakes to be worth using.

2025.04.15
links.tldrnewsletter.com12 min readTLDR

EVERYTHING WRONG WITH MCP

MCP has rapidly grown into the de-facto standard for integrating third-party data and tools with AI agents, but it has a lot of nuanced vulnerabilities and limitations.

2025.04.15
links.tldrnewsletter.com20 min readTLDR

Sponsored

SOC 2

Delve officially launched Computer Use Agents that allow founders and GRC teams to go auto-capture all screenshots for SOC 2.

2025.04.15
x.comSponsorTLDR AI

OPENAI GPT-4.1

OpenAI has launched three new models in its API: GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano. These models outperform GPT‑4o and GPT‑4o mini across the board, with major gains in coding and instruction following. They also have larger context windows—supporting up to 1 million tokens of context—and are able to better use that context with improved long-context comprehension. They feature a refreshed knowledge cutoff of June 2024.

2025.04.15
links.tldrnewsletter.com12 min readTLDR AI

HUGGING FACE ACQUIRES POLLEN ROBOTICS

Hugging Face, the center of the open source AI community, has long stated its goal is to be a decentralized DeepMind. While this isn't exactly the case, adding in an open source robotics platform via Pollen moves it closer to that goal.

2025.04.15
fortune.com4 min readTLDR AI

DOLPHINGEMMA

DeepMind has announced DolphinGemma, a large language model developed by Google that helps scientists study how dolphins communicate — and hopefully find out what they're saying, too.

2025.04.15
blog.google6 min readTLDR AI

PIXELFLOW: PIXEL-SPACE GENERATIVE MODELS WITH FLOW

Most generative models on continuous signals operate in latent space due to computational constraints. This work introduces a series of cascades that allow the generation to happen directly in pixel space. This eliminates the need for a pretrained VAE.

2025.04.15
arxiv.org30 min readTLDR AI

3B PARAMETER TOKENIZER

Scaling up image tokenizers is challenging because they tend to collapse. This work introduces GigaTok, which is a massive tokenizer with superior reconstruction performance. Decoder scaling and regularization helped with stability and overall quality.

2025.04.15
github.comGitHub repositoryTLDR AI

IMPROVED MOE WITH C3PO

C3PO introduces a new test-time optimization technique that improves accuracy in Mixture-of-Experts LLMs by re-mixing expert weights based on similar reference samples.

2025.04.15
github.comGitHub repositoryTLDR AI

VISUAL REASONING WITH LESS DATA

Using MCTS to quantify sample difficulty, ThinkLite-VL improves reasoning in VLMs with just 11k training samples and no distillation.

2025.04.15
arxiv.org16 min readTLDR AI

6 HIGHLIGHTS FROM GOOGLE CLOUD NEXT 25

Vertex AI introduces updates to video, image, speech, and music generation models, enhancing creative workflows for businesses. Google AI is enabling specialized AI agents for companies, improving productivity and security. A new Agent2Agent Protocol allows different AI agents to securely communicate across platforms.

2025.04.15
blog.google2 min readTLDR AI

MANTRA'S OM CRASHES 90% IN BIZARRE SELLOFF

Mantra's OM tokens plunged 90% within a few hours, dropping from over $6 to 40 cents. The team claims there were forced liquidations by centralized exchanges, triggering a cascading price drop. Prominent industry figures have condemned the incident, some alleging that the Mantra team sold their tokens OTC and have abandoned the project while others call for more transparent centralized exchange liquidation data.

2025.04.15
coindesk.com3 min readTLDR Crypto

KRAKEN ROLLING OUT STOCK & ETF TRADING

Kraken has begun rolling out commission-free trading for over 11,000 U.S.-listed stocks and ETFs in select states, aiming to eventually serve all eligible U.S. clients. This move aligns with Kraken's vision of creating a 24/7, all-in-one platform for trading crypto, equities, and other asset classes and sets the stage for future asset tokenization.

2025.04.15
threadreaderapp.com2 min readTLDR Crypto

UNISWAP WALLET PROTECTED FROM MEV

Uniswap Wallet now uses "Flashbots Protect" to automatically shield all transactions from front-running and sandwich attacks, ensuring users receive the best swap outcomes such as low slippage.

2025.04.15
threadreaderapp.com1 min readTLDR Crypto

PRIVY ENABLES WHATSAPP LOGINS

Privy now supports login via WhatsApp, enabling a smoother and more cost-effective onboarding experience for global users compared to traditional SMS. This feature offers developers an easy path to onboard users and layer in additional security like MFA as wallets grow in value.

2025.04.15
threadreaderapp.com1 min readTLDR Crypto

POST-AI AGENT BUBBLE: WHERE'S THE REAL VALUE IN WEB3 AI?

The crypto AI agent bubble surged past $20 billion in market cap before rapidly declining to $4-6 billion, signaling a shift from hype-driven speculation to a focus on underlying infrastructure and real-world utility. Early agents were characterized by flashy, speculative demos, but the market is now gravitating toward decentralized AI solutions that allow for data ownership and practical applications. Both web2 and web3 projects are honing in on fundamentals like improved UI/UX, verifiable agentic workflows, and cost-effective deployment.

2025.04.15
links.tldrnewsletter.com9 min readTLDR Crypto

A PRIMER ON ERC 7683

ERC-7683 is a new Ethereum standard that enables crosschain Intents, letting users perform actions like swaps or votes across Ethereum, L2s, and sidechains in a unified, standardized way. By reducing fragmentation, improving UX, and boosting liquidity and transaction efficiency, ERC-7683 aims to unify Ethereum's ecosystem and drive the next wave of crosschain innovation.

2025.04.15
erc7683.org2 min readTLDR Crypto